|
{
|
|
"best_metric": 0.2912794053554535,
|
|
"best_model_checkpoint": "vit-base-patch16-224-in21k-bridgedefectVIT\\checkpoint-3060",
|
|
"epoch": 15.0,
|
|
"eval_steps": 500,
|
|
"global_step": 3825,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.04,
|
|
"learning_rate": 6.535947712418301e-07,
|
|
"loss": 1.6179,
|
|
"step": 10
|
|
},
|
|
{
|
|
"epoch": 0.08,
|
|
"learning_rate": 1.3071895424836602e-06,
|
|
"loss": 1.6223,
|
|
"step": 20
|
|
},
|
|
{
|
|
"epoch": 0.12,
|
|
"learning_rate": 1.96078431372549e-06,
|
|
"loss": 1.6263,
|
|
"step": 30
|
|
},
|
|
{
|
|
"epoch": 0.16,
|
|
"learning_rate": 2.6143790849673204e-06,
|
|
"loss": 1.601,
|
|
"step": 40
|
|
},
|
|
{
|
|
"epoch": 0.2,
|
|
"learning_rate": 3.2679738562091506e-06,
|
|
"loss": 1.6074,
|
|
"step": 50
|
|
},
|
|
{
|
|
"epoch": 0.24,
|
|
"learning_rate": 3.92156862745098e-06,
|
|
"loss": 1.5955,
|
|
"step": 60
|
|
},
|
|
{
|
|
"epoch": 0.27,
|
|
"learning_rate": 4.5751633986928105e-06,
|
|
"loss": 1.5698,
|
|
"step": 70
|
|
},
|
|
{
|
|
"epoch": 0.31,
|
|
"learning_rate": 5.228758169934641e-06,
|
|
"loss": 1.5797,
|
|
"step": 80
|
|
},
|
|
{
|
|
"epoch": 0.35,
|
|
"learning_rate": 5.882352941176471e-06,
|
|
"loss": 1.5531,
|
|
"step": 90
|
|
},
|
|
{
|
|
"epoch": 0.39,
|
|
"learning_rate": 6.535947712418301e-06,
|
|
"loss": 1.5434,
|
|
"step": 100
|
|
},
|
|
{
|
|
"epoch": 0.43,
|
|
"learning_rate": 7.1895424836601305e-06,
|
|
"loss": 1.5433,
|
|
"step": 110
|
|
},
|
|
{
|
|
"epoch": 0.47,
|
|
"learning_rate": 7.84313725490196e-06,
|
|
"loss": 1.5329,
|
|
"step": 120
|
|
},
|
|
{
|
|
"epoch": 0.51,
|
|
"learning_rate": 8.496732026143791e-06,
|
|
"loss": 1.4995,
|
|
"step": 130
|
|
},
|
|
{
|
|
"epoch": 0.55,
|
|
"learning_rate": 9.150326797385621e-06,
|
|
"loss": 1.4875,
|
|
"step": 140
|
|
},
|
|
{
|
|
"epoch": 0.59,
|
|
"learning_rate": 9.803921568627451e-06,
|
|
"loss": 1.4863,
|
|
"step": 150
|
|
},
|
|
{
|
|
"epoch": 0.63,
|
|
"learning_rate": 1.0457516339869281e-05,
|
|
"loss": 1.4209,
|
|
"step": 160
|
|
},
|
|
{
|
|
"epoch": 0.67,
|
|
"learning_rate": 1.1111111111111112e-05,
|
|
"loss": 1.4354,
|
|
"step": 170
|
|
},
|
|
{
|
|
"epoch": 0.71,
|
|
"learning_rate": 1.1764705882352942e-05,
|
|
"loss": 1.3572,
|
|
"step": 180
|
|
},
|
|
{
|
|
"epoch": 0.75,
|
|
"learning_rate": 1.2418300653594772e-05,
|
|
"loss": 1.3714,
|
|
"step": 190
|
|
},
|
|
{
|
|
"epoch": 0.78,
|
|
"learning_rate": 1.3071895424836602e-05,
|
|
"loss": 1.3406,
|
|
"step": 200
|
|
},
|
|
{
|
|
"epoch": 0.82,
|
|
"learning_rate": 1.3725490196078432e-05,
|
|
"loss": 1.2574,
|
|
"step": 210
|
|
},
|
|
{
|
|
"epoch": 0.86,
|
|
"learning_rate": 1.4379084967320261e-05,
|
|
"loss": 1.2965,
|
|
"step": 220
|
|
},
|
|
{
|
|
"epoch": 0.9,
|
|
"learning_rate": 1.5032679738562091e-05,
|
|
"loss": 1.2021,
|
|
"step": 230
|
|
},
|
|
{
|
|
"epoch": 0.94,
|
|
"learning_rate": 1.568627450980392e-05,
|
|
"loss": 1.2072,
|
|
"step": 240
|
|
},
|
|
{
|
|
"epoch": 0.98,
|
|
"learning_rate": 1.6339869281045753e-05,
|
|
"loss": 1.1457,
|
|
"step": 250
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.6941176470588235
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.683792091280419
|
|
},
|
|
"eval_loss": 1.158827304840088,
|
|
"eval_precision": {
|
|
"precision": 0.7377494408375539
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.6941484490686618
|
|
},
|
|
"eval_runtime": 25.3262,
|
|
"eval_samples_per_second": 20.137,
|
|
"eval_steps_per_second": 10.069,
|
|
"step": 255
|
|
},
|
|
{
|
|
"epoch": 1.02,
|
|
"learning_rate": 1.6993464052287582e-05,
|
|
"loss": 1.0924,
|
|
"step": 260
|
|
},
|
|
{
|
|
"epoch": 1.06,
|
|
"learning_rate": 1.7647058823529414e-05,
|
|
"loss": 1.0007,
|
|
"step": 270
|
|
},
|
|
{
|
|
"epoch": 1.1,
|
|
"learning_rate": 1.8300653594771242e-05,
|
|
"loss": 1.0054,
|
|
"step": 280
|
|
},
|
|
{
|
|
"epoch": 1.14,
|
|
"learning_rate": 1.895424836601307e-05,
|
|
"loss": 0.9365,
|
|
"step": 290
|
|
},
|
|
{
|
|
"epoch": 1.18,
|
|
"learning_rate": 1.9607843137254903e-05,
|
|
"loss": 0.8932,
|
|
"step": 300
|
|
},
|
|
{
|
|
"epoch": 1.22,
|
|
"learning_rate": 2.0261437908496734e-05,
|
|
"loss": 0.916,
|
|
"step": 310
|
|
},
|
|
{
|
|
"epoch": 1.25,
|
|
"learning_rate": 2.0915032679738563e-05,
|
|
"loss": 0.8099,
|
|
"step": 320
|
|
},
|
|
{
|
|
"epoch": 1.29,
|
|
"learning_rate": 2.1568627450980395e-05,
|
|
"loss": 0.8211,
|
|
"step": 330
|
|
},
|
|
{
|
|
"epoch": 1.33,
|
|
"learning_rate": 2.2222222222222223e-05,
|
|
"loss": 0.6861,
|
|
"step": 340
|
|
},
|
|
{
|
|
"epoch": 1.37,
|
|
"learning_rate": 2.2875816993464052e-05,
|
|
"loss": 0.7379,
|
|
"step": 350
|
|
},
|
|
{
|
|
"epoch": 1.41,
|
|
"learning_rate": 2.3529411764705884e-05,
|
|
"loss": 0.7349,
|
|
"step": 360
|
|
},
|
|
{
|
|
"epoch": 1.45,
|
|
"learning_rate": 2.4183006535947712e-05,
|
|
"loss": 0.6907,
|
|
"step": 370
|
|
},
|
|
{
|
|
"epoch": 1.49,
|
|
"learning_rate": 2.4836601307189544e-05,
|
|
"loss": 0.7376,
|
|
"step": 380
|
|
},
|
|
{
|
|
"epoch": 1.53,
|
|
"learning_rate": 2.5490196078431373e-05,
|
|
"loss": 0.6827,
|
|
"step": 390
|
|
},
|
|
{
|
|
"epoch": 1.57,
|
|
"learning_rate": 2.6143790849673204e-05,
|
|
"loss": 0.6969,
|
|
"step": 400
|
|
},
|
|
{
|
|
"epoch": 1.61,
|
|
"learning_rate": 2.6797385620915033e-05,
|
|
"loss": 0.6247,
|
|
"step": 410
|
|
},
|
|
{
|
|
"epoch": 1.65,
|
|
"learning_rate": 2.7450980392156865e-05,
|
|
"loss": 0.5244,
|
|
"step": 420
|
|
},
|
|
{
|
|
"epoch": 1.69,
|
|
"learning_rate": 2.8104575163398693e-05,
|
|
"loss": 0.7068,
|
|
"step": 430
|
|
},
|
|
{
|
|
"epoch": 1.73,
|
|
"learning_rate": 2.8758169934640522e-05,
|
|
"loss": 0.5623,
|
|
"step": 440
|
|
},
|
|
{
|
|
"epoch": 1.76,
|
|
"learning_rate": 2.9411764705882354e-05,
|
|
"loss": 0.5931,
|
|
"step": 450
|
|
},
|
|
{
|
|
"epoch": 1.8,
|
|
"learning_rate": 3.0065359477124182e-05,
|
|
"loss": 0.6641,
|
|
"step": 460
|
|
},
|
|
{
|
|
"epoch": 1.84,
|
|
"learning_rate": 3.0718954248366014e-05,
|
|
"loss": 0.5438,
|
|
"step": 470
|
|
},
|
|
{
|
|
"epoch": 1.88,
|
|
"learning_rate": 3.137254901960784e-05,
|
|
"loss": 0.5134,
|
|
"step": 480
|
|
},
|
|
{
|
|
"epoch": 1.92,
|
|
"learning_rate": 3.202614379084967e-05,
|
|
"loss": 0.4682,
|
|
"step": 490
|
|
},
|
|
{
|
|
"epoch": 1.96,
|
|
"learning_rate": 3.2679738562091506e-05,
|
|
"loss": 0.4762,
|
|
"step": 500
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"learning_rate": 3.3333333333333335e-05,
|
|
"loss": 0.4558,
|
|
"step": 510
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8470588235294118
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8510200857474889
|
|
},
|
|
"eval_loss": 0.498457670211792,
|
|
"eval_precision": {
|
|
"precision": 0.8766865984788879
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8454231938274491
|
|
},
|
|
"eval_runtime": 10.0517,
|
|
"eval_samples_per_second": 50.738,
|
|
"eval_steps_per_second": 25.369,
|
|
"step": 510
|
|
},
|
|
{
|
|
"epoch": 2.04,
|
|
"learning_rate": 3.3986928104575163e-05,
|
|
"loss": 0.4716,
|
|
"step": 520
|
|
},
|
|
{
|
|
"epoch": 2.08,
|
|
"learning_rate": 3.464052287581699e-05,
|
|
"loss": 0.5375,
|
|
"step": 530
|
|
},
|
|
{
|
|
"epoch": 2.12,
|
|
"learning_rate": 3.529411764705883e-05,
|
|
"loss": 0.4725,
|
|
"step": 540
|
|
},
|
|
{
|
|
"epoch": 2.16,
|
|
"learning_rate": 3.5947712418300656e-05,
|
|
"loss": 0.4804,
|
|
"step": 550
|
|
},
|
|
{
|
|
"epoch": 2.2,
|
|
"learning_rate": 3.6601307189542484e-05,
|
|
"loss": 0.3504,
|
|
"step": 560
|
|
},
|
|
{
|
|
"epoch": 2.24,
|
|
"learning_rate": 3.725490196078432e-05,
|
|
"loss": 0.4049,
|
|
"step": 570
|
|
},
|
|
{
|
|
"epoch": 2.27,
|
|
"learning_rate": 3.790849673202614e-05,
|
|
"loss": 0.4309,
|
|
"step": 580
|
|
},
|
|
{
|
|
"epoch": 2.31,
|
|
"learning_rate": 3.8562091503267977e-05,
|
|
"loss": 0.4938,
|
|
"step": 590
|
|
},
|
|
{
|
|
"epoch": 2.35,
|
|
"learning_rate": 3.9215686274509805e-05,
|
|
"loss": 0.5427,
|
|
"step": 600
|
|
},
|
|
{
|
|
"epoch": 2.39,
|
|
"learning_rate": 3.986928104575164e-05,
|
|
"loss": 0.4719,
|
|
"step": 610
|
|
},
|
|
{
|
|
"epoch": 2.43,
|
|
"learning_rate": 4.052287581699347e-05,
|
|
"loss": 0.4627,
|
|
"step": 620
|
|
},
|
|
{
|
|
"epoch": 2.47,
|
|
"learning_rate": 4.11764705882353e-05,
|
|
"loss": 0.5277,
|
|
"step": 630
|
|
},
|
|
{
|
|
"epoch": 2.51,
|
|
"learning_rate": 4.1830065359477126e-05,
|
|
"loss": 0.3109,
|
|
"step": 640
|
|
},
|
|
{
|
|
"epoch": 2.55,
|
|
"learning_rate": 4.2483660130718954e-05,
|
|
"loss": 0.3799,
|
|
"step": 650
|
|
},
|
|
{
|
|
"epoch": 2.59,
|
|
"learning_rate": 4.313725490196079e-05,
|
|
"loss": 0.3515,
|
|
"step": 660
|
|
},
|
|
{
|
|
"epoch": 2.63,
|
|
"learning_rate": 4.379084967320262e-05,
|
|
"loss": 0.3722,
|
|
"step": 670
|
|
},
|
|
{
|
|
"epoch": 2.67,
|
|
"learning_rate": 4.4444444444444447e-05,
|
|
"loss": 0.5337,
|
|
"step": 680
|
|
},
|
|
{
|
|
"epoch": 2.71,
|
|
"learning_rate": 4.5098039215686275e-05,
|
|
"loss": 0.3263,
|
|
"step": 690
|
|
},
|
|
{
|
|
"epoch": 2.75,
|
|
"learning_rate": 4.5751633986928104e-05,
|
|
"loss": 0.3703,
|
|
"step": 700
|
|
},
|
|
{
|
|
"epoch": 2.78,
|
|
"learning_rate": 4.640522875816994e-05,
|
|
"loss": 0.4498,
|
|
"step": 710
|
|
},
|
|
{
|
|
"epoch": 2.82,
|
|
"learning_rate": 4.705882352941177e-05,
|
|
"loss": 0.4109,
|
|
"step": 720
|
|
},
|
|
{
|
|
"epoch": 2.86,
|
|
"learning_rate": 4.77124183006536e-05,
|
|
"loss": 0.2953,
|
|
"step": 730
|
|
},
|
|
{
|
|
"epoch": 2.9,
|
|
"learning_rate": 4.8366013071895424e-05,
|
|
"loss": 0.4033,
|
|
"step": 740
|
|
},
|
|
{
|
|
"epoch": 2.94,
|
|
"learning_rate": 4.901960784313725e-05,
|
|
"loss": 0.4186,
|
|
"step": 750
|
|
},
|
|
{
|
|
"epoch": 2.98,
|
|
"learning_rate": 4.967320261437909e-05,
|
|
"loss": 0.3368,
|
|
"step": 760
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8705882352941177
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8713991689505157
|
|
},
|
|
"eval_loss": 0.44290485978126526,
|
|
"eval_precision": {
|
|
"precision": 0.8884985994397759
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8711626139817629
|
|
},
|
|
"eval_runtime": 9.9506,
|
|
"eval_samples_per_second": 51.253,
|
|
"eval_steps_per_second": 25.626,
|
|
"step": 765
|
|
},
|
|
{
|
|
"epoch": 3.02,
|
|
"learning_rate": 4.9963689179375456e-05,
|
|
"loss": 0.3347,
|
|
"step": 770
|
|
},
|
|
{
|
|
"epoch": 3.06,
|
|
"learning_rate": 4.9891067538126364e-05,
|
|
"loss": 0.3339,
|
|
"step": 780
|
|
},
|
|
{
|
|
"epoch": 3.1,
|
|
"learning_rate": 4.981844589687727e-05,
|
|
"loss": 0.5573,
|
|
"step": 790
|
|
},
|
|
{
|
|
"epoch": 3.14,
|
|
"learning_rate": 4.974582425562818e-05,
|
|
"loss": 0.5463,
|
|
"step": 800
|
|
},
|
|
{
|
|
"epoch": 3.18,
|
|
"learning_rate": 4.967320261437909e-05,
|
|
"loss": 0.3453,
|
|
"step": 810
|
|
},
|
|
{
|
|
"epoch": 3.22,
|
|
"learning_rate": 4.9600580973129996e-05,
|
|
"loss": 0.3814,
|
|
"step": 820
|
|
},
|
|
{
|
|
"epoch": 3.25,
|
|
"learning_rate": 4.9527959331880904e-05,
|
|
"loss": 0.4434,
|
|
"step": 830
|
|
},
|
|
{
|
|
"epoch": 3.29,
|
|
"learning_rate": 4.945533769063181e-05,
|
|
"loss": 0.3675,
|
|
"step": 840
|
|
},
|
|
{
|
|
"epoch": 3.33,
|
|
"learning_rate": 4.938271604938271e-05,
|
|
"loss": 0.5386,
|
|
"step": 850
|
|
},
|
|
{
|
|
"epoch": 3.37,
|
|
"learning_rate": 4.931009440813363e-05,
|
|
"loss": 0.2692,
|
|
"step": 860
|
|
},
|
|
{
|
|
"epoch": 3.41,
|
|
"learning_rate": 4.9237472766884536e-05,
|
|
"loss": 0.4815,
|
|
"step": 870
|
|
},
|
|
{
|
|
"epoch": 3.45,
|
|
"learning_rate": 4.9164851125635444e-05,
|
|
"loss": 0.4178,
|
|
"step": 880
|
|
},
|
|
{
|
|
"epoch": 3.49,
|
|
"learning_rate": 4.909222948438635e-05,
|
|
"loss": 0.3618,
|
|
"step": 890
|
|
},
|
|
{
|
|
"epoch": 3.53,
|
|
"learning_rate": 4.901960784313725e-05,
|
|
"loss": 0.6841,
|
|
"step": 900
|
|
},
|
|
{
|
|
"epoch": 3.57,
|
|
"learning_rate": 4.894698620188817e-05,
|
|
"loss": 0.471,
|
|
"step": 910
|
|
},
|
|
{
|
|
"epoch": 3.61,
|
|
"learning_rate": 4.8874364560639076e-05,
|
|
"loss": 0.313,
|
|
"step": 920
|
|
},
|
|
{
|
|
"epoch": 3.65,
|
|
"learning_rate": 4.8801742919389983e-05,
|
|
"loss": 0.2437,
|
|
"step": 930
|
|
},
|
|
{
|
|
"epoch": 3.69,
|
|
"learning_rate": 4.8729121278140885e-05,
|
|
"loss": 0.4748,
|
|
"step": 940
|
|
},
|
|
{
|
|
"epoch": 3.73,
|
|
"learning_rate": 4.865649963689179e-05,
|
|
"loss": 0.5519,
|
|
"step": 950
|
|
},
|
|
{
|
|
"epoch": 3.76,
|
|
"learning_rate": 4.85838779956427e-05,
|
|
"loss": 0.3051,
|
|
"step": 960
|
|
},
|
|
{
|
|
"epoch": 3.8,
|
|
"learning_rate": 4.8511256354393615e-05,
|
|
"loss": 0.3847,
|
|
"step": 970
|
|
},
|
|
{
|
|
"epoch": 3.84,
|
|
"learning_rate": 4.843863471314452e-05,
|
|
"loss": 0.2454,
|
|
"step": 980
|
|
},
|
|
{
|
|
"epoch": 3.88,
|
|
"learning_rate": 4.8366013071895424e-05,
|
|
"loss": 0.379,
|
|
"step": 990
|
|
},
|
|
{
|
|
"epoch": 3.92,
|
|
"learning_rate": 4.829339143064633e-05,
|
|
"loss": 0.4485,
|
|
"step": 1000
|
|
},
|
|
{
|
|
"epoch": 3.96,
|
|
"learning_rate": 4.822076978939724e-05,
|
|
"loss": 0.2484,
|
|
"step": 1010
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"learning_rate": 4.814814814814815e-05,
|
|
"loss": 0.4402,
|
|
"step": 1020
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8784313725490196
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.880471094803992
|
|
},
|
|
"eval_loss": 0.3946979343891144,
|
|
"eval_precision": {
|
|
"precision": 0.8952890487430221
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8776488582339645
|
|
},
|
|
"eval_runtime": 10.1771,
|
|
"eval_samples_per_second": 50.113,
|
|
"eval_steps_per_second": 25.056,
|
|
"step": 1020
|
|
},
|
|
{
|
|
"epoch": 4.04,
|
|
"learning_rate": 4.807552650689906e-05,
|
|
"loss": 0.3494,
|
|
"step": 1030
|
|
},
|
|
{
|
|
"epoch": 4.08,
|
|
"learning_rate": 4.8002904865649964e-05,
|
|
"loss": 0.3327,
|
|
"step": 1040
|
|
},
|
|
{
|
|
"epoch": 4.12,
|
|
"learning_rate": 4.793028322440087e-05,
|
|
"loss": 0.2898,
|
|
"step": 1050
|
|
},
|
|
{
|
|
"epoch": 4.16,
|
|
"learning_rate": 4.785766158315178e-05,
|
|
"loss": 0.3965,
|
|
"step": 1060
|
|
},
|
|
{
|
|
"epoch": 4.2,
|
|
"learning_rate": 4.778503994190269e-05,
|
|
"loss": 0.3607,
|
|
"step": 1070
|
|
},
|
|
{
|
|
"epoch": 4.24,
|
|
"learning_rate": 4.77124183006536e-05,
|
|
"loss": 0.3714,
|
|
"step": 1080
|
|
},
|
|
{
|
|
"epoch": 4.27,
|
|
"learning_rate": 4.7639796659404504e-05,
|
|
"loss": 0.1796,
|
|
"step": 1090
|
|
},
|
|
{
|
|
"epoch": 4.31,
|
|
"learning_rate": 4.756717501815541e-05,
|
|
"loss": 0.1874,
|
|
"step": 1100
|
|
},
|
|
{
|
|
"epoch": 4.35,
|
|
"learning_rate": 4.749455337690632e-05,
|
|
"loss": 0.3462,
|
|
"step": 1110
|
|
},
|
|
{
|
|
"epoch": 4.39,
|
|
"learning_rate": 4.742193173565723e-05,
|
|
"loss": 0.2082,
|
|
"step": 1120
|
|
},
|
|
{
|
|
"epoch": 4.43,
|
|
"learning_rate": 4.7349310094408136e-05,
|
|
"loss": 0.4531,
|
|
"step": 1130
|
|
},
|
|
{
|
|
"epoch": 4.47,
|
|
"learning_rate": 4.7276688453159044e-05,
|
|
"loss": 0.3951,
|
|
"step": 1140
|
|
},
|
|
{
|
|
"epoch": 4.51,
|
|
"learning_rate": 4.720406681190995e-05,
|
|
"loss": 0.2337,
|
|
"step": 1150
|
|
},
|
|
{
|
|
"epoch": 4.55,
|
|
"learning_rate": 4.713144517066086e-05,
|
|
"loss": 0.2118,
|
|
"step": 1160
|
|
},
|
|
{
|
|
"epoch": 4.59,
|
|
"learning_rate": 4.705882352941177e-05,
|
|
"loss": 0.373,
|
|
"step": 1170
|
|
},
|
|
{
|
|
"epoch": 4.63,
|
|
"learning_rate": 4.6986201888162675e-05,
|
|
"loss": 0.1484,
|
|
"step": 1180
|
|
},
|
|
{
|
|
"epoch": 4.67,
|
|
"learning_rate": 4.691358024691358e-05,
|
|
"loss": 0.2568,
|
|
"step": 1190
|
|
},
|
|
{
|
|
"epoch": 4.71,
|
|
"learning_rate": 4.684095860566449e-05,
|
|
"loss": 0.3067,
|
|
"step": 1200
|
|
},
|
|
{
|
|
"epoch": 4.75,
|
|
"learning_rate": 4.67683369644154e-05,
|
|
"loss": 0.2007,
|
|
"step": 1210
|
|
},
|
|
{
|
|
"epoch": 4.78,
|
|
"learning_rate": 4.669571532316631e-05,
|
|
"loss": 0.2493,
|
|
"step": 1220
|
|
},
|
|
{
|
|
"epoch": 4.82,
|
|
"learning_rate": 4.6623093681917215e-05,
|
|
"loss": 0.2717,
|
|
"step": 1230
|
|
},
|
|
{
|
|
"epoch": 4.86,
|
|
"learning_rate": 4.6550472040668116e-05,
|
|
"loss": 0.4134,
|
|
"step": 1240
|
|
},
|
|
{
|
|
"epoch": 4.9,
|
|
"learning_rate": 4.647785039941903e-05,
|
|
"loss": 0.2417,
|
|
"step": 1250
|
|
},
|
|
{
|
|
"epoch": 4.94,
|
|
"learning_rate": 4.640522875816994e-05,
|
|
"loss": 0.2573,
|
|
"step": 1260
|
|
},
|
|
{
|
|
"epoch": 4.98,
|
|
"learning_rate": 4.633260711692085e-05,
|
|
"loss": 0.3937,
|
|
"step": 1270
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8725490196078431
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8703780158419334
|
|
},
|
|
"eval_loss": 0.4377364218235016,
|
|
"eval_precision": {
|
|
"precision": 0.8900760323128502
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8691138648585458
|
|
},
|
|
"eval_runtime": 10.1762,
|
|
"eval_samples_per_second": 50.117,
|
|
"eval_steps_per_second": 25.058,
|
|
"step": 1275
|
|
},
|
|
{
|
|
"epoch": 5.02,
|
|
"learning_rate": 4.6259985475671755e-05,
|
|
"loss": 0.165,
|
|
"step": 1280
|
|
},
|
|
{
|
|
"epoch": 5.06,
|
|
"learning_rate": 4.6187363834422656e-05,
|
|
"loss": 0.1452,
|
|
"step": 1290
|
|
},
|
|
{
|
|
"epoch": 5.1,
|
|
"learning_rate": 4.6114742193173564e-05,
|
|
"loss": 0.1548,
|
|
"step": 1300
|
|
},
|
|
{
|
|
"epoch": 5.14,
|
|
"learning_rate": 4.604212055192448e-05,
|
|
"loss": 0.4443,
|
|
"step": 1310
|
|
},
|
|
{
|
|
"epoch": 5.18,
|
|
"learning_rate": 4.5969498910675387e-05,
|
|
"loss": 0.4322,
|
|
"step": 1320
|
|
},
|
|
{
|
|
"epoch": 5.22,
|
|
"learning_rate": 4.5896877269426294e-05,
|
|
"loss": 0.2355,
|
|
"step": 1330
|
|
},
|
|
{
|
|
"epoch": 5.25,
|
|
"learning_rate": 4.5824255628177196e-05,
|
|
"loss": 0.1949,
|
|
"step": 1340
|
|
},
|
|
{
|
|
"epoch": 5.29,
|
|
"learning_rate": 4.5751633986928104e-05,
|
|
"loss": 0.1959,
|
|
"step": 1350
|
|
},
|
|
{
|
|
"epoch": 5.33,
|
|
"learning_rate": 4.567901234567901e-05,
|
|
"loss": 0.3841,
|
|
"step": 1360
|
|
},
|
|
{
|
|
"epoch": 5.37,
|
|
"learning_rate": 4.5606390704429926e-05,
|
|
"loss": 0.1401,
|
|
"step": 1370
|
|
},
|
|
{
|
|
"epoch": 5.41,
|
|
"learning_rate": 4.5533769063180834e-05,
|
|
"loss": 0.1148,
|
|
"step": 1380
|
|
},
|
|
{
|
|
"epoch": 5.45,
|
|
"learning_rate": 4.5461147421931735e-05,
|
|
"loss": 0.234,
|
|
"step": 1390
|
|
},
|
|
{
|
|
"epoch": 5.49,
|
|
"learning_rate": 4.538852578068264e-05,
|
|
"loss": 0.3899,
|
|
"step": 1400
|
|
},
|
|
{
|
|
"epoch": 5.53,
|
|
"learning_rate": 4.531590413943355e-05,
|
|
"loss": 0.4873,
|
|
"step": 1410
|
|
},
|
|
{
|
|
"epoch": 5.57,
|
|
"learning_rate": 4.5243282498184466e-05,
|
|
"loss": 0.2483,
|
|
"step": 1420
|
|
},
|
|
{
|
|
"epoch": 5.61,
|
|
"learning_rate": 4.5170660856935374e-05,
|
|
"loss": 0.2654,
|
|
"step": 1430
|
|
},
|
|
{
|
|
"epoch": 5.65,
|
|
"learning_rate": 4.5098039215686275e-05,
|
|
"loss": 0.2035,
|
|
"step": 1440
|
|
},
|
|
{
|
|
"epoch": 5.69,
|
|
"learning_rate": 4.502541757443718e-05,
|
|
"loss": 0.3744,
|
|
"step": 1450
|
|
},
|
|
{
|
|
"epoch": 5.73,
|
|
"learning_rate": 4.495279593318809e-05,
|
|
"loss": 0.2139,
|
|
"step": 1460
|
|
},
|
|
{
|
|
"epoch": 5.76,
|
|
"learning_rate": 4.4880174291939e-05,
|
|
"loss": 0.2212,
|
|
"step": 1470
|
|
},
|
|
{
|
|
"epoch": 5.8,
|
|
"learning_rate": 4.480755265068991e-05,
|
|
"loss": 0.376,
|
|
"step": 1480
|
|
},
|
|
{
|
|
"epoch": 5.84,
|
|
"learning_rate": 4.4734931009440815e-05,
|
|
"loss": 0.2399,
|
|
"step": 1490
|
|
},
|
|
{
|
|
"epoch": 5.88,
|
|
"learning_rate": 4.466230936819172e-05,
|
|
"loss": 0.3534,
|
|
"step": 1500
|
|
},
|
|
{
|
|
"epoch": 5.92,
|
|
"learning_rate": 4.458968772694263e-05,
|
|
"loss": 0.3667,
|
|
"step": 1510
|
|
},
|
|
{
|
|
"epoch": 5.96,
|
|
"learning_rate": 4.451706608569354e-05,
|
|
"loss": 0.496,
|
|
"step": 1520
|
|
},
|
|
{
|
|
"epoch": 6.0,
|
|
"learning_rate": 4.4444444444444447e-05,
|
|
"loss": 0.4042,
|
|
"step": 1530
|
|
},
|
|
{
|
|
"epoch": 6.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8862745098039215
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8859196308355288
|
|
},
|
|
"eval_loss": 0.39891302585601807,
|
|
"eval_precision": {
|
|
"precision": 0.8972093144987638
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8834955381497934
|
|
},
|
|
"eval_runtime": 10.1174,
|
|
"eval_samples_per_second": 50.408,
|
|
"eval_steps_per_second": 25.204,
|
|
"step": 1530
|
|
},
|
|
{
|
|
"epoch": 6.04,
|
|
"learning_rate": 4.4371822803195355e-05,
|
|
"loss": 0.2637,
|
|
"step": 1540
|
|
},
|
|
{
|
|
"epoch": 6.08,
|
|
"learning_rate": 4.429920116194626e-05,
|
|
"loss": 0.2821,
|
|
"step": 1550
|
|
},
|
|
{
|
|
"epoch": 6.12,
|
|
"learning_rate": 4.422657952069717e-05,
|
|
"loss": 0.1201,
|
|
"step": 1560
|
|
},
|
|
{
|
|
"epoch": 6.16,
|
|
"learning_rate": 4.415395787944808e-05,
|
|
"loss": 0.262,
|
|
"step": 1570
|
|
},
|
|
{
|
|
"epoch": 6.2,
|
|
"learning_rate": 4.4081336238198986e-05,
|
|
"loss": 0.2064,
|
|
"step": 1580
|
|
},
|
|
{
|
|
"epoch": 6.24,
|
|
"learning_rate": 4.400871459694989e-05,
|
|
"loss": 0.1815,
|
|
"step": 1590
|
|
},
|
|
{
|
|
"epoch": 6.27,
|
|
"learning_rate": 4.39360929557008e-05,
|
|
"loss": 0.1959,
|
|
"step": 1600
|
|
},
|
|
{
|
|
"epoch": 6.31,
|
|
"learning_rate": 4.386347131445171e-05,
|
|
"loss": 0.1959,
|
|
"step": 1610
|
|
},
|
|
{
|
|
"epoch": 6.35,
|
|
"learning_rate": 4.379084967320262e-05,
|
|
"loss": 0.2398,
|
|
"step": 1620
|
|
},
|
|
{
|
|
"epoch": 6.39,
|
|
"learning_rate": 4.3718228031953526e-05,
|
|
"loss": 0.2038,
|
|
"step": 1630
|
|
},
|
|
{
|
|
"epoch": 6.43,
|
|
"learning_rate": 4.364560639070443e-05,
|
|
"loss": 0.2004,
|
|
"step": 1640
|
|
},
|
|
{
|
|
"epoch": 6.47,
|
|
"learning_rate": 4.357298474945534e-05,
|
|
"loss": 0.0377,
|
|
"step": 1650
|
|
},
|
|
{
|
|
"epoch": 6.51,
|
|
"learning_rate": 4.350036310820625e-05,
|
|
"loss": 0.2022,
|
|
"step": 1660
|
|
},
|
|
{
|
|
"epoch": 6.55,
|
|
"learning_rate": 4.342774146695716e-05,
|
|
"loss": 0.4403,
|
|
"step": 1670
|
|
},
|
|
{
|
|
"epoch": 6.59,
|
|
"learning_rate": 4.3355119825708066e-05,
|
|
"loss": 0.2577,
|
|
"step": 1680
|
|
},
|
|
{
|
|
"epoch": 6.63,
|
|
"learning_rate": 4.328249818445897e-05,
|
|
"loss": 0.3312,
|
|
"step": 1690
|
|
},
|
|
{
|
|
"epoch": 6.67,
|
|
"learning_rate": 4.3209876543209875e-05,
|
|
"loss": 0.307,
|
|
"step": 1700
|
|
},
|
|
{
|
|
"epoch": 6.71,
|
|
"learning_rate": 4.313725490196079e-05,
|
|
"loss": 0.0961,
|
|
"step": 1710
|
|
},
|
|
{
|
|
"epoch": 6.75,
|
|
"learning_rate": 4.30646332607117e-05,
|
|
"loss": 0.3266,
|
|
"step": 1720
|
|
},
|
|
{
|
|
"epoch": 6.78,
|
|
"learning_rate": 4.2992011619462605e-05,
|
|
"loss": 0.2601,
|
|
"step": 1730
|
|
},
|
|
{
|
|
"epoch": 6.82,
|
|
"learning_rate": 4.291938997821351e-05,
|
|
"loss": 0.2382,
|
|
"step": 1740
|
|
},
|
|
{
|
|
"epoch": 6.86,
|
|
"learning_rate": 4.2846768336964415e-05,
|
|
"loss": 0.1469,
|
|
"step": 1750
|
|
},
|
|
{
|
|
"epoch": 6.9,
|
|
"learning_rate": 4.277414669571532e-05,
|
|
"loss": 0.2158,
|
|
"step": 1760
|
|
},
|
|
{
|
|
"epoch": 6.94,
|
|
"learning_rate": 4.270152505446624e-05,
|
|
"loss": 0.4392,
|
|
"step": 1770
|
|
},
|
|
{
|
|
"epoch": 6.98,
|
|
"learning_rate": 4.262890341321714e-05,
|
|
"loss": 0.4321,
|
|
"step": 1780
|
|
},
|
|
{
|
|
"epoch": 7.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8901960784313725
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8896787277785286
|
|
},
|
|
"eval_loss": 0.36420056223869324,
|
|
"eval_precision": {
|
|
"precision": 0.9002265766283616
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8878911425453978
|
|
},
|
|
"eval_runtime": 10.2347,
|
|
"eval_samples_per_second": 49.83,
|
|
"eval_steps_per_second": 24.915,
|
|
"step": 1785
|
|
},
|
|
{
|
|
"epoch": 7.02,
|
|
"learning_rate": 4.2556281771968046e-05,
|
|
"loss": 0.5162,
|
|
"step": 1790
|
|
},
|
|
{
|
|
"epoch": 7.06,
|
|
"learning_rate": 4.2483660130718954e-05,
|
|
"loss": 0.2491,
|
|
"step": 1800
|
|
},
|
|
{
|
|
"epoch": 7.1,
|
|
"learning_rate": 4.241103848946986e-05,
|
|
"loss": 0.2267,
|
|
"step": 1810
|
|
},
|
|
{
|
|
"epoch": 7.14,
|
|
"learning_rate": 4.233841684822078e-05,
|
|
"loss": 0.2395,
|
|
"step": 1820
|
|
},
|
|
{
|
|
"epoch": 7.18,
|
|
"learning_rate": 4.226579520697168e-05,
|
|
"loss": 0.3007,
|
|
"step": 1830
|
|
},
|
|
{
|
|
"epoch": 7.22,
|
|
"learning_rate": 4.2193173565722586e-05,
|
|
"loss": 0.1316,
|
|
"step": 1840
|
|
},
|
|
{
|
|
"epoch": 7.25,
|
|
"learning_rate": 4.2120551924473494e-05,
|
|
"loss": 0.1592,
|
|
"step": 1850
|
|
},
|
|
{
|
|
"epoch": 7.29,
|
|
"learning_rate": 4.20479302832244e-05,
|
|
"loss": 0.3467,
|
|
"step": 1860
|
|
},
|
|
{
|
|
"epoch": 7.33,
|
|
"learning_rate": 4.197530864197531e-05,
|
|
"loss": 0.4195,
|
|
"step": 1870
|
|
},
|
|
{
|
|
"epoch": 7.37,
|
|
"learning_rate": 4.190268700072622e-05,
|
|
"loss": 0.3561,
|
|
"step": 1880
|
|
},
|
|
{
|
|
"epoch": 7.41,
|
|
"learning_rate": 4.1830065359477126e-05,
|
|
"loss": 0.1572,
|
|
"step": 1890
|
|
},
|
|
{
|
|
"epoch": 7.45,
|
|
"learning_rate": 4.1757443718228034e-05,
|
|
"loss": 0.2104,
|
|
"step": 1900
|
|
},
|
|
{
|
|
"epoch": 7.49,
|
|
"learning_rate": 4.168482207697894e-05,
|
|
"loss": 0.3536,
|
|
"step": 1910
|
|
},
|
|
{
|
|
"epoch": 7.53,
|
|
"learning_rate": 4.161220043572985e-05,
|
|
"loss": 0.345,
|
|
"step": 1920
|
|
},
|
|
{
|
|
"epoch": 7.57,
|
|
"learning_rate": 4.153957879448076e-05,
|
|
"loss": 0.1083,
|
|
"step": 1930
|
|
},
|
|
{
|
|
"epoch": 7.61,
|
|
"learning_rate": 4.1466957153231666e-05,
|
|
"loss": 0.1895,
|
|
"step": 1940
|
|
},
|
|
{
|
|
"epoch": 7.65,
|
|
"learning_rate": 4.1394335511982573e-05,
|
|
"loss": 0.3232,
|
|
"step": 1950
|
|
},
|
|
{
|
|
"epoch": 7.69,
|
|
"learning_rate": 4.132171387073348e-05,
|
|
"loss": 0.2939,
|
|
"step": 1960
|
|
},
|
|
{
|
|
"epoch": 7.73,
|
|
"learning_rate": 4.124909222948439e-05,
|
|
"loss": 0.0918,
|
|
"step": 1970
|
|
},
|
|
{
|
|
"epoch": 7.76,
|
|
"learning_rate": 4.11764705882353e-05,
|
|
"loss": 0.1722,
|
|
"step": 1980
|
|
},
|
|
{
|
|
"epoch": 7.8,
|
|
"learning_rate": 4.1103848946986205e-05,
|
|
"loss": 0.3229,
|
|
"step": 1990
|
|
},
|
|
{
|
|
"epoch": 7.84,
|
|
"learning_rate": 4.103122730573711e-05,
|
|
"loss": 0.1501,
|
|
"step": 2000
|
|
},
|
|
{
|
|
"epoch": 7.88,
|
|
"learning_rate": 4.095860566448802e-05,
|
|
"loss": 0.1468,
|
|
"step": 2010
|
|
},
|
|
{
|
|
"epoch": 7.92,
|
|
"learning_rate": 4.088598402323893e-05,
|
|
"loss": 0.1665,
|
|
"step": 2020
|
|
},
|
|
{
|
|
"epoch": 7.96,
|
|
"learning_rate": 4.081336238198984e-05,
|
|
"loss": 0.1324,
|
|
"step": 2030
|
|
},
|
|
{
|
|
"epoch": 8.0,
|
|
"learning_rate": 4.074074074074074e-05,
|
|
"loss": 0.2618,
|
|
"step": 2040
|
|
},
|
|
{
|
|
"epoch": 8.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8960784313725491
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8950352545633242
|
|
},
|
|
"eval_loss": 0.40923169255256653,
|
|
"eval_precision": {
|
|
"precision": 0.9033601037449228
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8953584093211753
|
|
},
|
|
"eval_runtime": 10.3235,
|
|
"eval_samples_per_second": 49.402,
|
|
"eval_steps_per_second": 24.701,
|
|
"step": 2040
|
|
},
|
|
{
|
|
"epoch": 8.04,
|
|
"learning_rate": 4.066811909949165e-05,
|
|
"loss": 0.1887,
|
|
"step": 2050
|
|
},
|
|
{
|
|
"epoch": 8.08,
|
|
"learning_rate": 4.059549745824256e-05,
|
|
"loss": 0.4153,
|
|
"step": 2060
|
|
},
|
|
{
|
|
"epoch": 8.12,
|
|
"learning_rate": 4.052287581699347e-05,
|
|
"loss": 0.2771,
|
|
"step": 2070
|
|
},
|
|
{
|
|
"epoch": 8.16,
|
|
"learning_rate": 4.045025417574437e-05,
|
|
"loss": 0.3316,
|
|
"step": 2080
|
|
},
|
|
{
|
|
"epoch": 8.2,
|
|
"learning_rate": 4.037763253449528e-05,
|
|
"loss": 0.1125,
|
|
"step": 2090
|
|
},
|
|
{
|
|
"epoch": 8.24,
|
|
"learning_rate": 4.0305010893246186e-05,
|
|
"loss": 0.3016,
|
|
"step": 2100
|
|
},
|
|
{
|
|
"epoch": 8.27,
|
|
"learning_rate": 4.02323892519971e-05,
|
|
"loss": 0.2458,
|
|
"step": 2110
|
|
},
|
|
{
|
|
"epoch": 8.31,
|
|
"learning_rate": 4.015976761074801e-05,
|
|
"loss": 0.179,
|
|
"step": 2120
|
|
},
|
|
{
|
|
"epoch": 8.35,
|
|
"learning_rate": 4.008714596949891e-05,
|
|
"loss": 0.224,
|
|
"step": 2130
|
|
},
|
|
{
|
|
"epoch": 8.39,
|
|
"learning_rate": 4.001452432824982e-05,
|
|
"loss": 0.0803,
|
|
"step": 2140
|
|
},
|
|
{
|
|
"epoch": 8.43,
|
|
"learning_rate": 3.9941902687000726e-05,
|
|
"loss": 0.1121,
|
|
"step": 2150
|
|
},
|
|
{
|
|
"epoch": 8.47,
|
|
"learning_rate": 3.986928104575164e-05,
|
|
"loss": 0.3751,
|
|
"step": 2160
|
|
},
|
|
{
|
|
"epoch": 8.51,
|
|
"learning_rate": 3.979665940450255e-05,
|
|
"loss": 0.1354,
|
|
"step": 2170
|
|
},
|
|
{
|
|
"epoch": 8.55,
|
|
"learning_rate": 3.972403776325345e-05,
|
|
"loss": 0.3105,
|
|
"step": 2180
|
|
},
|
|
{
|
|
"epoch": 8.59,
|
|
"learning_rate": 3.965141612200436e-05,
|
|
"loss": 0.1937,
|
|
"step": 2190
|
|
},
|
|
{
|
|
"epoch": 8.63,
|
|
"learning_rate": 3.9578794480755265e-05,
|
|
"loss": 0.3028,
|
|
"step": 2200
|
|
},
|
|
{
|
|
"epoch": 8.67,
|
|
"learning_rate": 3.950617283950617e-05,
|
|
"loss": 0.1851,
|
|
"step": 2210
|
|
},
|
|
{
|
|
"epoch": 8.71,
|
|
"learning_rate": 3.943355119825709e-05,
|
|
"loss": 0.074,
|
|
"step": 2220
|
|
},
|
|
{
|
|
"epoch": 8.75,
|
|
"learning_rate": 3.936092955700799e-05,
|
|
"loss": 0.2098,
|
|
"step": 2230
|
|
},
|
|
{
|
|
"epoch": 8.78,
|
|
"learning_rate": 3.92883079157589e-05,
|
|
"loss": 0.3167,
|
|
"step": 2240
|
|
},
|
|
{
|
|
"epoch": 8.82,
|
|
"learning_rate": 3.9215686274509805e-05,
|
|
"loss": 0.2527,
|
|
"step": 2250
|
|
},
|
|
{
|
|
"epoch": 8.86,
|
|
"learning_rate": 3.914306463326071e-05,
|
|
"loss": 0.1521,
|
|
"step": 2260
|
|
},
|
|
{
|
|
"epoch": 8.9,
|
|
"learning_rate": 3.907044299201162e-05,
|
|
"loss": 0.1393,
|
|
"step": 2270
|
|
},
|
|
{
|
|
"epoch": 8.94,
|
|
"learning_rate": 3.899782135076253e-05,
|
|
"loss": 0.1155,
|
|
"step": 2280
|
|
},
|
|
{
|
|
"epoch": 8.98,
|
|
"learning_rate": 3.892519970951344e-05,
|
|
"loss": 0.3376,
|
|
"step": 2290
|
|
},
|
|
{
|
|
"epoch": 9.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8941176470588236
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8933906521569781
|
|
},
|
|
"eval_loss": 0.4055422246456146,
|
|
"eval_precision": {
|
|
"precision": 0.9014239716079142
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8936214051905541
|
|
},
|
|
"eval_runtime": 10.1735,
|
|
"eval_samples_per_second": 50.13,
|
|
"eval_steps_per_second": 25.065,
|
|
"step": 2295
|
|
},
|
|
{
|
|
"epoch": 9.02,
|
|
"learning_rate": 3.8852578068264345e-05,
|
|
"loss": 0.1807,
|
|
"step": 2300
|
|
},
|
|
{
|
|
"epoch": 9.06,
|
|
"learning_rate": 3.877995642701525e-05,
|
|
"loss": 0.1127,
|
|
"step": 2310
|
|
},
|
|
{
|
|
"epoch": 9.1,
|
|
"learning_rate": 3.870733478576616e-05,
|
|
"loss": 0.0503,
|
|
"step": 2320
|
|
},
|
|
{
|
|
"epoch": 9.14,
|
|
"learning_rate": 3.863471314451707e-05,
|
|
"loss": 0.0748,
|
|
"step": 2330
|
|
},
|
|
{
|
|
"epoch": 9.18,
|
|
"learning_rate": 3.8562091503267977e-05,
|
|
"loss": 0.2657,
|
|
"step": 2340
|
|
},
|
|
{
|
|
"epoch": 9.22,
|
|
"learning_rate": 3.8489469862018884e-05,
|
|
"loss": 0.1785,
|
|
"step": 2350
|
|
},
|
|
{
|
|
"epoch": 9.25,
|
|
"learning_rate": 3.841684822076979e-05,
|
|
"loss": 0.0808,
|
|
"step": 2360
|
|
},
|
|
{
|
|
"epoch": 9.29,
|
|
"learning_rate": 3.83442265795207e-05,
|
|
"loss": 0.3348,
|
|
"step": 2370
|
|
},
|
|
{
|
|
"epoch": 9.33,
|
|
"learning_rate": 3.82716049382716e-05,
|
|
"loss": 0.259,
|
|
"step": 2380
|
|
},
|
|
{
|
|
"epoch": 9.37,
|
|
"learning_rate": 3.8198983297022516e-05,
|
|
"loss": 0.1707,
|
|
"step": 2390
|
|
},
|
|
{
|
|
"epoch": 9.41,
|
|
"learning_rate": 3.8126361655773424e-05,
|
|
"loss": 0.0915,
|
|
"step": 2400
|
|
},
|
|
{
|
|
"epoch": 9.45,
|
|
"learning_rate": 3.805374001452433e-05,
|
|
"loss": 0.0987,
|
|
"step": 2410
|
|
},
|
|
{
|
|
"epoch": 9.49,
|
|
"learning_rate": 3.798111837327524e-05,
|
|
"loss": 0.0906,
|
|
"step": 2420
|
|
},
|
|
{
|
|
"epoch": 9.53,
|
|
"learning_rate": 3.790849673202614e-05,
|
|
"loss": 0.1955,
|
|
"step": 2430
|
|
},
|
|
{
|
|
"epoch": 9.57,
|
|
"learning_rate": 3.783587509077705e-05,
|
|
"loss": 0.1936,
|
|
"step": 2440
|
|
},
|
|
{
|
|
"epoch": 9.61,
|
|
"learning_rate": 3.7763253449527964e-05,
|
|
"loss": 0.1479,
|
|
"step": 2450
|
|
},
|
|
{
|
|
"epoch": 9.65,
|
|
"learning_rate": 3.769063180827887e-05,
|
|
"loss": 0.1662,
|
|
"step": 2460
|
|
},
|
|
{
|
|
"epoch": 9.69,
|
|
"learning_rate": 3.761801016702978e-05,
|
|
"loss": 0.0815,
|
|
"step": 2470
|
|
},
|
|
{
|
|
"epoch": 9.73,
|
|
"learning_rate": 3.754538852578068e-05,
|
|
"loss": 0.1128,
|
|
"step": 2480
|
|
},
|
|
{
|
|
"epoch": 9.76,
|
|
"learning_rate": 3.747276688453159e-05,
|
|
"loss": 0.0891,
|
|
"step": 2490
|
|
},
|
|
{
|
|
"epoch": 9.8,
|
|
"learning_rate": 3.74001452432825e-05,
|
|
"loss": 0.0853,
|
|
"step": 2500
|
|
},
|
|
{
|
|
"epoch": 9.84,
|
|
"learning_rate": 3.732752360203341e-05,
|
|
"loss": 0.2403,
|
|
"step": 2510
|
|
},
|
|
{
|
|
"epoch": 9.88,
|
|
"learning_rate": 3.725490196078432e-05,
|
|
"loss": 0.2393,
|
|
"step": 2520
|
|
},
|
|
{
|
|
"epoch": 9.92,
|
|
"learning_rate": 3.718228031953522e-05,
|
|
"loss": 0.113,
|
|
"step": 2530
|
|
},
|
|
{
|
|
"epoch": 9.96,
|
|
"learning_rate": 3.710965867828613e-05,
|
|
"loss": 0.1374,
|
|
"step": 2540
|
|
},
|
|
{
|
|
"epoch": 10.0,
|
|
"learning_rate": 3.7037037037037037e-05,
|
|
"loss": 0.2592,
|
|
"step": 2550
|
|
},
|
|
{
|
|
"epoch": 10.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8627450980392157
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8639402375974159
|
|
},
|
|
"eval_loss": 0.49467796087265015,
|
|
"eval_precision": {
|
|
"precision": 0.8837020302136581
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8620484568622867
|
|
},
|
|
"eval_runtime": 10.09,
|
|
"eval_samples_per_second": 50.545,
|
|
"eval_steps_per_second": 25.273,
|
|
"step": 2550
|
|
},
|
|
{
|
|
"epoch": 10.04,
|
|
"learning_rate": 3.696441539578795e-05,
|
|
"loss": 0.1971,
|
|
"step": 2560
|
|
},
|
|
{
|
|
"epoch": 10.08,
|
|
"learning_rate": 3.689179375453886e-05,
|
|
"loss": 0.1467,
|
|
"step": 2570
|
|
},
|
|
{
|
|
"epoch": 10.12,
|
|
"learning_rate": 3.681917211328976e-05,
|
|
"loss": 0.2304,
|
|
"step": 2580
|
|
},
|
|
{
|
|
"epoch": 10.16,
|
|
"learning_rate": 3.674655047204067e-05,
|
|
"loss": 0.1111,
|
|
"step": 2590
|
|
},
|
|
{
|
|
"epoch": 10.2,
|
|
"learning_rate": 3.6673928830791576e-05,
|
|
"loss": 0.2193,
|
|
"step": 2600
|
|
},
|
|
{
|
|
"epoch": 10.24,
|
|
"learning_rate": 3.6601307189542484e-05,
|
|
"loss": 0.1701,
|
|
"step": 2610
|
|
},
|
|
{
|
|
"epoch": 10.27,
|
|
"learning_rate": 3.652868554829339e-05,
|
|
"loss": 0.0251,
|
|
"step": 2620
|
|
},
|
|
{
|
|
"epoch": 10.31,
|
|
"learning_rate": 3.64560639070443e-05,
|
|
"loss": 0.0138,
|
|
"step": 2630
|
|
},
|
|
{
|
|
"epoch": 10.35,
|
|
"learning_rate": 3.638344226579521e-05,
|
|
"loss": 0.191,
|
|
"step": 2640
|
|
},
|
|
{
|
|
"epoch": 10.39,
|
|
"learning_rate": 3.6310820624546116e-05,
|
|
"loss": 0.1112,
|
|
"step": 2650
|
|
},
|
|
{
|
|
"epoch": 10.43,
|
|
"learning_rate": 3.6238198983297024e-05,
|
|
"loss": 0.1115,
|
|
"step": 2660
|
|
},
|
|
{
|
|
"epoch": 10.47,
|
|
"learning_rate": 3.616557734204793e-05,
|
|
"loss": 0.1842,
|
|
"step": 2670
|
|
},
|
|
{
|
|
"epoch": 10.51,
|
|
"learning_rate": 3.609295570079884e-05,
|
|
"loss": 0.1397,
|
|
"step": 2680
|
|
},
|
|
{
|
|
"epoch": 10.55,
|
|
"learning_rate": 3.602033405954975e-05,
|
|
"loss": 0.1044,
|
|
"step": 2690
|
|
},
|
|
{
|
|
"epoch": 10.59,
|
|
"learning_rate": 3.5947712418300656e-05,
|
|
"loss": 0.1015,
|
|
"step": 2700
|
|
},
|
|
{
|
|
"epoch": 10.63,
|
|
"learning_rate": 3.5875090777051564e-05,
|
|
"loss": 0.2076,
|
|
"step": 2710
|
|
},
|
|
{
|
|
"epoch": 10.67,
|
|
"learning_rate": 3.580246913580247e-05,
|
|
"loss": 0.1405,
|
|
"step": 2720
|
|
},
|
|
{
|
|
"epoch": 10.71,
|
|
"learning_rate": 3.572984749455338e-05,
|
|
"loss": 0.154,
|
|
"step": 2730
|
|
},
|
|
{
|
|
"epoch": 10.75,
|
|
"learning_rate": 3.565722585330429e-05,
|
|
"loss": 0.2566,
|
|
"step": 2740
|
|
},
|
|
{
|
|
"epoch": 10.78,
|
|
"learning_rate": 3.5584604212055195e-05,
|
|
"loss": 0.1589,
|
|
"step": 2750
|
|
},
|
|
{
|
|
"epoch": 10.82,
|
|
"learning_rate": 3.55119825708061e-05,
|
|
"loss": 0.2138,
|
|
"step": 2760
|
|
},
|
|
{
|
|
"epoch": 10.86,
|
|
"learning_rate": 3.543936092955701e-05,
|
|
"loss": 0.1734,
|
|
"step": 2770
|
|
},
|
|
{
|
|
"epoch": 10.9,
|
|
"learning_rate": 3.536673928830791e-05,
|
|
"loss": 0.0846,
|
|
"step": 2780
|
|
},
|
|
{
|
|
"epoch": 10.94,
|
|
"learning_rate": 3.529411764705883e-05,
|
|
"loss": 0.2093,
|
|
"step": 2790
|
|
},
|
|
{
|
|
"epoch": 10.98,
|
|
"learning_rate": 3.5221496005809735e-05,
|
|
"loss": 0.363,
|
|
"step": 2800
|
|
},
|
|
{
|
|
"epoch": 11.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.8862745098039215
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8871534026726227
|
|
},
|
|
"eval_loss": 0.45857715606689453,
|
|
"eval_precision": {
|
|
"precision": 0.89776885319054
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.8850722858701582
|
|
},
|
|
"eval_runtime": 9.9484,
|
|
"eval_samples_per_second": 51.265,
|
|
"eval_steps_per_second": 25.632,
|
|
"step": 2805
|
|
},
|
|
{
|
|
"epoch": 11.02,
|
|
"learning_rate": 3.514887436456064e-05,
|
|
"loss": 0.161,
|
|
"step": 2810
|
|
},
|
|
{
|
|
"epoch": 11.06,
|
|
"learning_rate": 3.507625272331155e-05,
|
|
"loss": 0.0835,
|
|
"step": 2820
|
|
},
|
|
{
|
|
"epoch": 11.1,
|
|
"learning_rate": 3.500363108206245e-05,
|
|
"loss": 0.1329,
|
|
"step": 2830
|
|
},
|
|
{
|
|
"epoch": 11.14,
|
|
"learning_rate": 3.493100944081336e-05,
|
|
"loss": 0.0135,
|
|
"step": 2840
|
|
},
|
|
{
|
|
"epoch": 11.18,
|
|
"learning_rate": 3.4858387799564275e-05,
|
|
"loss": 0.0124,
|
|
"step": 2850
|
|
},
|
|
{
|
|
"epoch": 11.22,
|
|
"learning_rate": 3.478576615831518e-05,
|
|
"loss": 0.2865,
|
|
"step": 2860
|
|
},
|
|
{
|
|
"epoch": 11.25,
|
|
"learning_rate": 3.471314451706609e-05,
|
|
"loss": 0.2016,
|
|
"step": 2870
|
|
},
|
|
{
|
|
"epoch": 11.29,
|
|
"learning_rate": 3.464052287581699e-05,
|
|
"loss": 0.1214,
|
|
"step": 2880
|
|
},
|
|
{
|
|
"epoch": 11.33,
|
|
"learning_rate": 3.45679012345679e-05,
|
|
"loss": 0.1795,
|
|
"step": 2890
|
|
},
|
|
{
|
|
"epoch": 11.37,
|
|
"learning_rate": 3.4495279593318815e-05,
|
|
"loss": 0.028,
|
|
"step": 2900
|
|
},
|
|
{
|
|
"epoch": 11.41,
|
|
"learning_rate": 3.442265795206972e-05,
|
|
"loss": 0.3366,
|
|
"step": 2910
|
|
},
|
|
{
|
|
"epoch": 11.45,
|
|
"learning_rate": 3.4350036310820624e-05,
|
|
"loss": 0.161,
|
|
"step": 2920
|
|
},
|
|
{
|
|
"epoch": 11.49,
|
|
"learning_rate": 3.427741466957153e-05,
|
|
"loss": 0.1429,
|
|
"step": 2930
|
|
},
|
|
{
|
|
"epoch": 11.53,
|
|
"learning_rate": 3.420479302832244e-05,
|
|
"loss": 0.1995,
|
|
"step": 2940
|
|
},
|
|
{
|
|
"epoch": 11.57,
|
|
"learning_rate": 3.413217138707335e-05,
|
|
"loss": 0.0369,
|
|
"step": 2950
|
|
},
|
|
{
|
|
"epoch": 11.61,
|
|
"learning_rate": 3.405954974582426e-05,
|
|
"loss": 0.1814,
|
|
"step": 2960
|
|
},
|
|
{
|
|
"epoch": 11.65,
|
|
"learning_rate": 3.3986928104575163e-05,
|
|
"loss": 0.1466,
|
|
"step": 2970
|
|
},
|
|
{
|
|
"epoch": 11.69,
|
|
"learning_rate": 3.391430646332607e-05,
|
|
"loss": 0.0435,
|
|
"step": 2980
|
|
},
|
|
{
|
|
"epoch": 11.73,
|
|
"learning_rate": 3.384168482207698e-05,
|
|
"loss": 0.0945,
|
|
"step": 2990
|
|
},
|
|
{
|
|
"epoch": 11.76,
|
|
"learning_rate": 3.376906318082789e-05,
|
|
"loss": 0.3593,
|
|
"step": 3000
|
|
},
|
|
{
|
|
"epoch": 11.8,
|
|
"learning_rate": 3.3696441539578795e-05,
|
|
"loss": 0.1862,
|
|
"step": 3010
|
|
},
|
|
{
|
|
"epoch": 11.84,
|
|
"learning_rate": 3.36238198983297e-05,
|
|
"loss": 0.1031,
|
|
"step": 3020
|
|
},
|
|
{
|
|
"epoch": 11.88,
|
|
"learning_rate": 3.355119825708061e-05,
|
|
"loss": 0.1794,
|
|
"step": 3030
|
|
},
|
|
{
|
|
"epoch": 11.92,
|
|
"learning_rate": 3.347857661583152e-05,
|
|
"loss": 0.2495,
|
|
"step": 3040
|
|
},
|
|
{
|
|
"epoch": 11.96,
|
|
"learning_rate": 3.340595497458243e-05,
|
|
"loss": 0.168,
|
|
"step": 3050
|
|
},
|
|
{
|
|
"epoch": 12.0,
|
|
"learning_rate": 3.3333333333333335e-05,
|
|
"loss": 0.278,
|
|
"step": 3060
|
|
},
|
|
{
|
|
"epoch": 12.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.9196078431372549
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.9203616179126926
|
|
},
|
|
"eval_loss": 0.2912794053554535,
|
|
"eval_precision": {
|
|
"precision": 0.9237222880261108
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.920318466993999
|
|
},
|
|
"eval_runtime": 10.2193,
|
|
"eval_samples_per_second": 49.905,
|
|
"eval_steps_per_second": 24.953,
|
|
"step": 3060
|
|
},
|
|
{
|
|
"epoch": 12.04,
|
|
"learning_rate": 3.326071169208424e-05,
|
|
"loss": 0.0654,
|
|
"step": 3070
|
|
},
|
|
{
|
|
"epoch": 12.08,
|
|
"learning_rate": 3.318809005083515e-05,
|
|
"loss": 0.1827,
|
|
"step": 3080
|
|
},
|
|
{
|
|
"epoch": 12.12,
|
|
"learning_rate": 3.311546840958606e-05,
|
|
"loss": 0.1608,
|
|
"step": 3090
|
|
},
|
|
{
|
|
"epoch": 12.16,
|
|
"learning_rate": 3.304284676833697e-05,
|
|
"loss": 0.1133,
|
|
"step": 3100
|
|
},
|
|
{
|
|
"epoch": 12.2,
|
|
"learning_rate": 3.2970225127087875e-05,
|
|
"loss": 0.1324,
|
|
"step": 3110
|
|
},
|
|
{
|
|
"epoch": 12.24,
|
|
"learning_rate": 3.289760348583878e-05,
|
|
"loss": 0.233,
|
|
"step": 3120
|
|
},
|
|
{
|
|
"epoch": 12.27,
|
|
"learning_rate": 3.282498184458969e-05,
|
|
"loss": 0.1262,
|
|
"step": 3130
|
|
},
|
|
{
|
|
"epoch": 12.31,
|
|
"learning_rate": 3.27523602033406e-05,
|
|
"loss": 0.1989,
|
|
"step": 3140
|
|
},
|
|
{
|
|
"epoch": 12.35,
|
|
"learning_rate": 3.2679738562091506e-05,
|
|
"loss": 0.0913,
|
|
"step": 3150
|
|
},
|
|
{
|
|
"epoch": 12.39,
|
|
"learning_rate": 3.2607116920842414e-05,
|
|
"loss": 0.14,
|
|
"step": 3160
|
|
},
|
|
{
|
|
"epoch": 12.43,
|
|
"learning_rate": 3.2534495279593316e-05,
|
|
"loss": 0.1296,
|
|
"step": 3170
|
|
},
|
|
{
|
|
"epoch": 12.47,
|
|
"learning_rate": 3.2461873638344223e-05,
|
|
"loss": 0.137,
|
|
"step": 3180
|
|
},
|
|
{
|
|
"epoch": 12.51,
|
|
"learning_rate": 3.238925199709514e-05,
|
|
"loss": 0.2531,
|
|
"step": 3190
|
|
},
|
|
{
|
|
"epoch": 12.55,
|
|
"learning_rate": 3.2316630355846046e-05,
|
|
"loss": 0.1718,
|
|
"step": 3200
|
|
},
|
|
{
|
|
"epoch": 12.59,
|
|
"learning_rate": 3.2244008714596954e-05,
|
|
"loss": 0.0158,
|
|
"step": 3210
|
|
},
|
|
{
|
|
"epoch": 12.63,
|
|
"learning_rate": 3.2171387073347855e-05,
|
|
"loss": 0.2503,
|
|
"step": 3220
|
|
},
|
|
{
|
|
"epoch": 12.67,
|
|
"learning_rate": 3.209876543209876e-05,
|
|
"loss": 0.0101,
|
|
"step": 3230
|
|
},
|
|
{
|
|
"epoch": 12.71,
|
|
"learning_rate": 3.202614379084967e-05,
|
|
"loss": 0.1985,
|
|
"step": 3240
|
|
},
|
|
{
|
|
"epoch": 12.75,
|
|
"learning_rate": 3.1953522149600586e-05,
|
|
"loss": 0.2394,
|
|
"step": 3250
|
|
},
|
|
{
|
|
"epoch": 12.78,
|
|
"learning_rate": 3.1880900508351494e-05,
|
|
"loss": 0.183,
|
|
"step": 3260
|
|
},
|
|
{
|
|
"epoch": 12.82,
|
|
"learning_rate": 3.1808278867102395e-05,
|
|
"loss": 0.1489,
|
|
"step": 3270
|
|
},
|
|
{
|
|
"epoch": 12.86,
|
|
"learning_rate": 3.17356572258533e-05,
|
|
"loss": 0.0722,
|
|
"step": 3280
|
|
},
|
|
{
|
|
"epoch": 12.9,
|
|
"learning_rate": 3.166303558460421e-05,
|
|
"loss": 0.0889,
|
|
"step": 3290
|
|
},
|
|
{
|
|
"epoch": 12.94,
|
|
"learning_rate": 3.1590413943355126e-05,
|
|
"loss": 0.1194,
|
|
"step": 3300
|
|
},
|
|
{
|
|
"epoch": 12.98,
|
|
"learning_rate": 3.1517792302106034e-05,
|
|
"loss": 0.1436,
|
|
"step": 3310
|
|
},
|
|
{
|
|
"epoch": 13.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.9
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.8997771222806092
|
|
},
|
|
"eval_loss": 0.4294499456882477,
|
|
"eval_precision": {
|
|
"precision": 0.9095799880746632
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.901510989010989
|
|
},
|
|
"eval_runtime": 10.2735,
|
|
"eval_samples_per_second": 49.642,
|
|
"eval_steps_per_second": 24.821,
|
|
"step": 3315
|
|
},
|
|
{
|
|
"epoch": 13.02,
|
|
"learning_rate": 3.1445170660856935e-05,
|
|
"loss": 0.1158,
|
|
"step": 3320
|
|
},
|
|
{
|
|
"epoch": 13.06,
|
|
"learning_rate": 3.137254901960784e-05,
|
|
"loss": 0.1086,
|
|
"step": 3330
|
|
},
|
|
{
|
|
"epoch": 13.1,
|
|
"learning_rate": 3.129992737835875e-05,
|
|
"loss": 0.1612,
|
|
"step": 3340
|
|
},
|
|
{
|
|
"epoch": 13.14,
|
|
"learning_rate": 3.122730573710966e-05,
|
|
"loss": 0.1272,
|
|
"step": 3350
|
|
},
|
|
{
|
|
"epoch": 13.18,
|
|
"learning_rate": 3.115468409586057e-05,
|
|
"loss": 0.2715,
|
|
"step": 3360
|
|
},
|
|
{
|
|
"epoch": 13.22,
|
|
"learning_rate": 3.1082062454611474e-05,
|
|
"loss": 0.1432,
|
|
"step": 3370
|
|
},
|
|
{
|
|
"epoch": 13.25,
|
|
"learning_rate": 3.100944081336238e-05,
|
|
"loss": 0.0573,
|
|
"step": 3380
|
|
},
|
|
{
|
|
"epoch": 13.29,
|
|
"learning_rate": 3.093681917211329e-05,
|
|
"loss": 0.141,
|
|
"step": 3390
|
|
},
|
|
{
|
|
"epoch": 13.33,
|
|
"learning_rate": 3.08641975308642e-05,
|
|
"loss": 0.156,
|
|
"step": 3400
|
|
},
|
|
{
|
|
"epoch": 13.37,
|
|
"learning_rate": 3.0791575889615106e-05,
|
|
"loss": 0.1558,
|
|
"step": 3410
|
|
},
|
|
{
|
|
"epoch": 13.41,
|
|
"learning_rate": 3.0718954248366014e-05,
|
|
"loss": 0.1606,
|
|
"step": 3420
|
|
},
|
|
{
|
|
"epoch": 13.45,
|
|
"learning_rate": 3.064633260711692e-05,
|
|
"loss": 0.1677,
|
|
"step": 3430
|
|
},
|
|
{
|
|
"epoch": 13.49,
|
|
"learning_rate": 3.057371096586783e-05,
|
|
"loss": 0.0562,
|
|
"step": 3440
|
|
},
|
|
{
|
|
"epoch": 13.53,
|
|
"learning_rate": 3.0501089324618738e-05,
|
|
"loss": 0.1684,
|
|
"step": 3450
|
|
},
|
|
{
|
|
"epoch": 13.57,
|
|
"learning_rate": 3.0428467683369643e-05,
|
|
"loss": 0.3589,
|
|
"step": 3460
|
|
},
|
|
{
|
|
"epoch": 13.61,
|
|
"learning_rate": 3.0355846042120557e-05,
|
|
"loss": 0.2076,
|
|
"step": 3470
|
|
},
|
|
{
|
|
"epoch": 13.65,
|
|
"learning_rate": 3.0283224400871462e-05,
|
|
"loss": 0.0773,
|
|
"step": 3480
|
|
},
|
|
{
|
|
"epoch": 13.69,
|
|
"learning_rate": 3.021060275962237e-05,
|
|
"loss": 0.0424,
|
|
"step": 3490
|
|
},
|
|
{
|
|
"epoch": 13.73,
|
|
"learning_rate": 3.0137981118373278e-05,
|
|
"loss": 0.1573,
|
|
"step": 3500
|
|
},
|
|
{
|
|
"epoch": 13.76,
|
|
"learning_rate": 3.0065359477124182e-05,
|
|
"loss": 0.0465,
|
|
"step": 3510
|
|
},
|
|
{
|
|
"epoch": 13.8,
|
|
"learning_rate": 2.999273783587509e-05,
|
|
"loss": 0.0091,
|
|
"step": 3520
|
|
},
|
|
{
|
|
"epoch": 13.84,
|
|
"learning_rate": 2.9920116194626e-05,
|
|
"loss": 0.2262,
|
|
"step": 3530
|
|
},
|
|
{
|
|
"epoch": 13.88,
|
|
"learning_rate": 2.984749455337691e-05,
|
|
"loss": 0.0253,
|
|
"step": 3540
|
|
},
|
|
{
|
|
"epoch": 13.92,
|
|
"learning_rate": 2.9774872912127817e-05,
|
|
"loss": 0.184,
|
|
"step": 3550
|
|
},
|
|
{
|
|
"epoch": 13.96,
|
|
"learning_rate": 2.9702251270878722e-05,
|
|
"loss": 0.1289,
|
|
"step": 3560
|
|
},
|
|
{
|
|
"epoch": 14.0,
|
|
"learning_rate": 2.962962962962963e-05,
|
|
"loss": 0.2017,
|
|
"step": 3570
|
|
},
|
|
{
|
|
"epoch": 14.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.9274509803921569
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.9275152403725876
|
|
},
|
|
"eval_loss": 0.3324253261089325,
|
|
"eval_precision": {
|
|
"precision": 0.9309834626869261
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.9275085729872963
|
|
},
|
|
"eval_runtime": 10.2109,
|
|
"eval_samples_per_second": 49.947,
|
|
"eval_steps_per_second": 24.973,
|
|
"step": 3570
|
|
},
|
|
{
|
|
"epoch": 14.04,
|
|
"learning_rate": 2.9557007988380538e-05,
|
|
"loss": 0.2156,
|
|
"step": 3580
|
|
},
|
|
{
|
|
"epoch": 14.08,
|
|
"learning_rate": 2.948438634713145e-05,
|
|
"loss": 0.1672,
|
|
"step": 3590
|
|
},
|
|
{
|
|
"epoch": 14.12,
|
|
"learning_rate": 2.9411764705882354e-05,
|
|
"loss": 0.0842,
|
|
"step": 3600
|
|
},
|
|
{
|
|
"epoch": 14.16,
|
|
"learning_rate": 2.9339143064633262e-05,
|
|
"loss": 0.1529,
|
|
"step": 3610
|
|
},
|
|
{
|
|
"epoch": 14.2,
|
|
"learning_rate": 2.926652142338417e-05,
|
|
"loss": 0.0904,
|
|
"step": 3620
|
|
},
|
|
{
|
|
"epoch": 14.24,
|
|
"learning_rate": 2.9193899782135074e-05,
|
|
"loss": 0.1129,
|
|
"step": 3630
|
|
},
|
|
{
|
|
"epoch": 14.27,
|
|
"learning_rate": 2.912127814088599e-05,
|
|
"loss": 0.0721,
|
|
"step": 3640
|
|
},
|
|
{
|
|
"epoch": 14.31,
|
|
"learning_rate": 2.9048656499636893e-05,
|
|
"loss": 0.137,
|
|
"step": 3650
|
|
},
|
|
{
|
|
"epoch": 14.35,
|
|
"learning_rate": 2.89760348583878e-05,
|
|
"loss": 0.1637,
|
|
"step": 3660
|
|
},
|
|
{
|
|
"epoch": 14.39,
|
|
"learning_rate": 2.890341321713871e-05,
|
|
"loss": 0.1298,
|
|
"step": 3670
|
|
},
|
|
{
|
|
"epoch": 14.43,
|
|
"learning_rate": 2.8830791575889614e-05,
|
|
"loss": 0.037,
|
|
"step": 3680
|
|
},
|
|
{
|
|
"epoch": 14.47,
|
|
"learning_rate": 2.8758169934640522e-05,
|
|
"loss": 0.1013,
|
|
"step": 3690
|
|
},
|
|
{
|
|
"epoch": 14.51,
|
|
"learning_rate": 2.8685548293391433e-05,
|
|
"loss": 0.1149,
|
|
"step": 3700
|
|
},
|
|
{
|
|
"epoch": 14.55,
|
|
"learning_rate": 2.861292665214234e-05,
|
|
"loss": 0.1502,
|
|
"step": 3710
|
|
},
|
|
{
|
|
"epoch": 14.59,
|
|
"learning_rate": 2.854030501089325e-05,
|
|
"loss": 0.1915,
|
|
"step": 3720
|
|
},
|
|
{
|
|
"epoch": 14.63,
|
|
"learning_rate": 2.8467683369644154e-05,
|
|
"loss": 0.0854,
|
|
"step": 3730
|
|
},
|
|
{
|
|
"epoch": 14.67,
|
|
"learning_rate": 2.839506172839506e-05,
|
|
"loss": 0.0395,
|
|
"step": 3740
|
|
},
|
|
{
|
|
"epoch": 14.71,
|
|
"learning_rate": 2.832244008714597e-05,
|
|
"loss": 0.1681,
|
|
"step": 3750
|
|
},
|
|
{
|
|
"epoch": 14.75,
|
|
"learning_rate": 2.824981844589688e-05,
|
|
"loss": 0.1236,
|
|
"step": 3760
|
|
},
|
|
{
|
|
"epoch": 14.78,
|
|
"learning_rate": 2.817719680464779e-05,
|
|
"loss": 0.1138,
|
|
"step": 3770
|
|
},
|
|
{
|
|
"epoch": 14.82,
|
|
"learning_rate": 2.8104575163398693e-05,
|
|
"loss": 0.1743,
|
|
"step": 3780
|
|
},
|
|
{
|
|
"epoch": 14.86,
|
|
"learning_rate": 2.80319535221496e-05,
|
|
"loss": 0.0698,
|
|
"step": 3790
|
|
},
|
|
{
|
|
"epoch": 14.9,
|
|
"learning_rate": 2.795933188090051e-05,
|
|
"loss": 0.1649,
|
|
"step": 3800
|
|
},
|
|
{
|
|
"epoch": 14.94,
|
|
"learning_rate": 2.788671023965142e-05,
|
|
"loss": 0.0095,
|
|
"step": 3810
|
|
},
|
|
{
|
|
"epoch": 14.98,
|
|
"learning_rate": 2.781408859840233e-05,
|
|
"loss": 0.017,
|
|
"step": 3820
|
|
},
|
|
{
|
|
"epoch": 15.0,
|
|
"eval_accuracy": {
|
|
"accuracy": 0.9235294117647059
|
|
},
|
|
"eval_f1": {
|
|
"f1": 0.9236114478832926
|
|
},
|
|
"eval_loss": 0.319390207529068,
|
|
"eval_precision": {
|
|
"precision": 0.9261443200762086
|
|
},
|
|
"eval_recall": {
|
|
"recall": 0.9255596796820201
|
|
},
|
|
"eval_runtime": 10.1385,
|
|
"eval_samples_per_second": 50.303,
|
|
"eval_steps_per_second": 25.152,
|
|
"step": 3825
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 7650,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 30,
|
|
"save_steps": 500,
|
|
"total_flos": 2.371318640628941e+18,
|
|
"train_batch_size": 2,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|
|
|